Loredana Caruccio

74 papers A* 2B 5C 7Misc 1Journal 25Unranked 31
YearRankTypeTitle / Venue / Authors
2025 — conf
A User-Centric System for exploring trend correlations in distributed sensor networks.
CHItaly
Pietro Battistoni, Loredana Caruccio, Seniz Ceylan, Tullio Pizzuti, Giuseppe Polese, Monica Sebillo
2025 B conf
An RFD-based approach for concept drift detection in Machine Learning Systems.
EDBT
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Roberto Stanzione
2025 — conf
Concept Drift Detection in Machine Learning Systems by Exploiting Relaxed Functional Dependencies.
SEBD
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Roberto Stanzione
2025 C conf
GitHub Issue Mining to enhance Developer Profiling: A pipeline based on NLP tasks (S).
SEKE
Loredana Caruccio, Grazia Margarella, Giuseppe Polese
2025 J jnl
Identifying fake reviews for refund purposes: Evaluating the effectiveness of a transfer-learning model against emerging Large Language Models.
Eng. Appl. Artif. Intell.
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Giandomenico Solimando
2025 — conf
Leveraging EUD and Generative AI for Ethical Phishing Campaigns.
IS-EUD
Bernardo Breve, Paolo Buono, Loredana Caruccio, Federico Maria Cau, Gaetano Cimino, Giuseppe Desolda, Vincenzo Deufemia, Rosa Lanzilotti, Lucio Davide Spano, Cesare Tucci
2025 J jnl
Non-blocking functional dependency discovery from data streams.
Inf. Sci.
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2025 — conf
Password Strength Analysis Through Social Network Data Exposure: A Combined Approach Relying on Data Reconstruction and Generative Models.
SEBD
Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2025 J jnl
Password Strength Analysis Through Social Network Data Exposure: A Combined Approach Relying on Data Reconstruction and Generative Models.
CoRR
Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2025 — conf
Resilient AI Framework for Secure and Ethical Machine Learning Systems (RAISE) - 1st edition.
CHItaly
Bernardo Breve, Loredana Caruccio, Giuseppe Polese
2025 — conf
Supporting the Analysis and Explanation of Dependencies through an LLM-Powered Tool.
SEBD
Loredana Caruccio, Tullio Pizzuti, Giuseppe Polese
2025 — conf
Workshop on supporting CRIme reSolution Through Artificial INtelligence (CRISTAIN) - 1st edition.
CHItaly
Eleonora Calò, Loredana Caruccio, Autilia Vitiello
2024 J jnl
Analyzing the worldwide perception of the Russia-Ukraine conflict through Twitter.
J. Big Data
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2024 J jnl
Can ChatGPT provide intelligent diagnoses? A comparative study between predictive models and ChatGPT to define a new medical diagnostic bot.
Expert Syst. Appl.
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
2024 J jnl
Claude 2.0 large language model: Tackling a real-world classification problem with a new iterative prompt engineering approach.
Intell. Syst. Appl.
Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando, Shanmugam Sundaramurthy, Genoveffa Tortora
2024 J jnl
Decentralized and Incremental Discovery of Relaxed Functional Dependencies Using Bitwise Similarity.
IEEE Trans. Knowl. Data Eng.
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2024 J jnl
Evaluating password strength based on information spread on social networks: A combined approach relying on data reconstruction and generative models.
Online Soc. Networks Media
Maurizio Atzori, Eleonora Calò, Loredana Caruccio, Stefano Cirillo, Giuseppe Polese, Giandomenico Solimando
2024 — conf
Improving Malicious Accounts Discrimination through a New Feature Engineering Approach Using Relaxed Functional Dependencies.
SEBD
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
2024 B ed.
Proceedings 27th International Conference on Extending Database Technology, EDBT 2024, Paestum, Italy, March 25 - March 28.
EDBT
Letizia Tanca, Qiong Luo, Giuseppe Polese, Loredana Caruccio, Xavier Oriol, Donatella Firmani
2024 B conf
RYAN: A tool for explaining and visually analyzing the evolution of Relaxed Functional Dependencies.
IEEE Big Data
Loredana Caruccio, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Roberto Stanzione
2024 J jnl
Surveying federated learning approaches through a multi-criteria categorization.
Multim. Tools Appl.
Loredana Caruccio, Gaetano Cimino, Vincenzo Deufemia, Gianpaolo Iuliano, Roberto Stanzione
2023 — conf
An Approach to Trade-off Privacy and Classification Accuracy in Machine Learning Processes.
SEBD
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone
2023 — conf
Discovering Functional Dependencies: Can We Use ChatGPT to Generate Algorithms?
itaDATA
Loredana Caruccio, Stefano Cirillo, Tullio Pizzuti, Giuseppe Polese
2023 A* conf
IndiBits: Incremental Discovery of Relaxed Functional Dependencies using Bitwise Similarity.
ICDE
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2023 J jnl
Malicious Account Identification in Social Network Platforms.
ACM Trans. Internet Techn.
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
2023 B conf
REQUIRED: A Tool to Relax Queries through Relaxed Functional Dependencies.
EDBT
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
2023 — conf
Relaxed Functional Dependency Discovery in Incremental Scenarios.
SEBD
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2022 J jnl
A decision-support framework for data anonymization with application to machine learning processes.
Inf. Sci.
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora, Nicola Zannone
2022 — conf
Brain tumors classification from MRI images: A comparative study between different neural networks.
DMSVIVA
Loredana Caruccio, Gaetano Cimino, Stefano Cirillo, Gianpaolo Iuliano, Giuseppe Polese, Bernardo Breve
2022 — conf
Data Analytics on Twitter for Evaluating Women Inclusion and Safety in Modern Society.
itaDATA
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese, Roberto Stanzione
2022 — conf
Imputation of Missing Values through Profiling Metadata.
SEBD
Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2022 B conf
RENUVER: A Missing Value Imputation Algorithm based on Relaxed Functional Dependencies.
EDBT
Bernardo Breve, Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2022 J jnl
Special issue on Sentient Multimedia Systems.
Multim. Tools Appl.
Loredana Caruccio, Giuseppe Polese, Shi-Kuo Chang
2021 J jnl
Dependency Visualization in Data Stream Profiling.
Big Data Res.
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021 J jnl
Discovering Relaxed Functional Dependencies Based on Multi-Attribute Dominance.
IEEE Trans. Knowl. Data Eng.
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
2021 A* conf
Discovering Relaxed Functional Dependencies based on Multi-attribute Dominance [Extended Abstract].
ICDE
Loredana Caruccio, Vincenzo Deufemia, Felix Naumann, Giuseppe Polese
2021 C conf
Efficient Discovery of Functional Dependencies from Incremental Databases.
iiWAS
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021 — conf
Efficient Validation of Functional Dependencies during Incremental Discovery.
SEBD
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021 — conf
Real-time visualization of profiling metadata upon data insertions.
EDBT/ICDT Workshops
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2021 — conf
Visual ECG Analysis in Real-world Scenarios.
DMSVIVA
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2020 C ed.
24th International Conference on Information Visualisation, IV 2020, Melbourne, Australia, September 7-11, 2020
IV
Ebad Banissi, Farzad Khosrow-shahi, Anna Ursyn, Mark W. McK. Bannatyne, João Moura Pires, Nuno Datia, Kawa Nazemi, Boris Kovalerchuk, John Counsell, Andrew Agapiou, Zora Vrcelj, Hing-Wah Chau, Mengbi Li, Gehan Nagy, Richard Laing, Rita Francese, Muhammad Sarfraz, Fatma Bouali, Gilles Venturini, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Marco Temperini, Tania Di Mascio, Filippo Sciarrone, Veronica Rossano, Ralf Dörner, Loredana Caruccio, Autilia Vitiello, Weidong Huang, Michele Risi, Ugo Erra, Razvan Andonie, Muhammad Aurangzeb Ahmad, Ana Figueiras, Alfredo Cuzzocrea, Mabule Samuel Mabakane
2020 — ch.
Combining Collaborative Filtering and Semantic-Based Techniques to Recommend Components for Mashup Design.
Computational Intelligence for Semantic Knowledge Management
Loredana Caruccio, Vincenzo Deufemia, Salvatore Esposito, Giuseppe Polese
2020 — conf
Enhancing IoT-based critical diagnosis in emergency rooms through intelligent video surveillance.
DASC/PiCom/CBDCom/CyberSciTech
Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora
2020 — conf
Enhancing user awareness during internet browsing.
ITASEC
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Domenico Desiato, Vincenzo Deufemia, Giuseppe Polese
2020 J jnl
GDPR Compliant Information Confidentiality Preservation in Big Data Processing.
IEEE Access
Loredana Caruccio, Domenico Desiato, Giuseppe Polese, Genoveffa Tortora
2020 J jnl
Incremental Discovery of Imprecise Functional Dependencies.
ACM J. Data Inf. Qual.
Loredana Caruccio, Stefano Cirillo
2020 — conf
Lattice-based Discovery of Hybrid Relaxed Functional Dependencies.
SEBD
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2020 J jnl
Mining relaxed functional dependencies from data.
Data Min. Knowl. Discov.
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2020 J jnl
Monitoring Evolution of Dependency Discovery Results.
J. Vis. Lang. Sentient Syst.
Loredana Caruccio, Stefano Cirillo
2020 J jnl
Secure IoT Analytics for Fast Deterioration Detection in Emergency Rooms.
IEEE Access
Loredana Caruccio, Ornella Piazza, Giuseppe Polese, Genoveffa Tortora
2020 — conf
Visualizing Dependencies during Incremental Discovery Processes.
EDBT/ICDT Workshops
Bernardo Breve, Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2019 — ed.
23rd International Conference on Information Visualisation, IV 2019, Paris, France, July 2-5, 2019, Part I
IV (1)
Ebad Banissi, Anna Ursyn, Mark W. McK. Bannatyne, Nuno Datia, Rita Francese, Muhammad Sarfraz, Theodor G. Wyeld, Fatma Bouali, Gilles Venturini, Hanane Azzag, Mustapha Lebbah, Marjan Trutschl, Urska Cvek, Heimo Müller, Minoru Nakayama, Sebastian Kernbach, Loredana Caruccio, Michele Risi, Ugo Erra, Autilia Vitiello, Veronica Rossano
2019 J jnl
EDCAR: A knowledge representation framework to enhance automatic video surveillance.
Expert Syst. Appl.
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora, Daniele Iannone
2019 — conf
Incremental Discovery of Functional Dependencies with a Bit-vector Algorithm.
SEBD
Loredana Caruccio, Stefano Cirillo, Vincenzo Deufemia, Giuseppe Polese
2019 J jnl
Visualization of (multimedia) dependencies from big data.
Multim. Tools Appl.
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2018 — conf
Dependency-Based Query/View Synchronization upon Schema Evolutions.
ER Workshops
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora
2018 — conf
Dependency-based Query Result Approximation (Extended Abstract).
SEBD
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2018 — conf
Fake Account Identification in Social Networks.
IEEE BigData
Loredana Caruccio, Domenico Desiato, Giuseppe Polese
2018 — —
Relaxed functional dependencies: definition, discovery and applications.
Loredana Caruccio
2017 — conf
A genetic algorithm to discover relaxed functional dependencies from data.
SEBD
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2017 — conf
Evolutionary mining of relaxed dependencies from big data collections.
WIMS
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2017 C conf
Learning Effective Query Management Strategies from Big Data.
ICMLA
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2016 C conf
On the Discovery of Relaxed Functional Dependencies.
IDEAS
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2016 J jnl
Relaxed Functional Dependencies - A Survey of Approaches.
IEEE Trans. Knowl. Data Eng.
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2016 J jnl
Synchronization of Queries and Views Upon Schema Evolutions: A Survey.
ACM Trans. Database Syst.
Loredana Caruccio, Giuseppe Polese, Genoveffa Tortora
2015 J jnl
A Tool Supporting End-User Development of Access Control in Web Applications.
Int. J. Softw. Eng. Knowl. Eng.
Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese
2015 — conf
An Interaction Mining Approach for Classifying User Intent on the Web.
DMS
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2015 — conf
Automating Conceptual Schema Reconciliation through a DL-based Schema Matcher.
SEBD
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2015 J jnl
Understanding user intent on the web through interaction mining.
J. Vis. Lang. Comput.
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2014 Misc conf
A sketch-based conceptual level data integration methodology.
IRI
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2014 — conf
Data Integration by Conceptual Diagrams.
DEXA (2)
Loredana Caruccio, Vincenzo Deufemia, Mara Moscariello, Giuseppe Polese
2014 — conf
High-level Modeling of Reconciled Data Schemas.
SEBD
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese
2014 C conf
Supporting Access Control within a Mockup-based EUDWeb Environment.
VINCI
Loredana Caruccio, Vincenzo Deufemia, Christopher D'Souza, Athula Ginige, Giuseppe Polese
2014 C conf
Visual data integration based on description logic reasoning.
IDEAS
Loredana Caruccio, Vincenzo Deufemia, Giuseppe Polese